Book Description: Financial Markets, Neural Networks, Chaos, and Nonlinear Dynamics Ширяев В. И. 2009 - изд. 2-е, исправл. и дополн. Pages: Genre: Finance, Technology, Artificial Intelligence Synopsis: In this thought-provoking book, [Insert Author's Name] delves into the intricate relationship between financial markets, neural networks, chaos theory, and nonlinear dynamics. The author explores the evolution of technology and its impact on modern knowledge, highlighting the need for a personal paradigm shift in understanding the technological process to ensure humanity's survival. The book focuses on the development and training of neural networks for time series classification and analysis tasks, their applications in financial markets, and the challenges that come with managing these complex systems. The text begins with an introduction to the basics of neural networks, explaining how they work and their most common types used in financial market calculations. The author then delves into the application of these networks in various financial market aspects, such as calculating prices for European-style options, valuing stock indices, and managing international portfolios. The book also touches upon the challenges that arise when dealing with these complex systems, including the risks of market volatility and the importance of adapting to changing market conditions.

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